AI Threat Alert

AI Security Threat Feed

Latest CVEs affecting AI/ML systems — LLM frameworks, ML libraries, AI agents, vector databases, and inference servers. Vulnerabilities are tracked from NVD, GitHub Advisory, CISA KEV, MITRE ATLAS, and enriched with CVSS, EPSS, exploitation confidence, AI-component classification, and compliance mappings to ISO 42001, EU AI Act, NIST AI RMF, and OWASP LLM Top 10. Updated continuously as new CVEs are published.

Sources
Each CVE is enriched with
  • CVSS severity
  • EPSS exploit probability
  • Exploitation confidence
  • AI-component classification
  • Compliance mappings
4,307

AI/ML CVEs Tracked

533

Critical

95

New This Week

25

In CISA KEV

Sort:DateCVSSEPSSKEV firstMost exploited
Filter:AllCriticalHighMediumKEV onlyActive exploitationHas patchNo patch

Latest AI Security Threats

Showing 20 of 1961 results — Active exploitation
HIGHEXPLOIT AVAIL

picklescan: scanner bypass enables RCE via pickle files

CVE-2025-71351
--
EPSS 0.6%
Supply ChainCode ExecutionModelFramework
picklescanCWE-18434 ATLAS
HIGHEXPLOIT AVAIL

picklescan: scanner bypass enables supply chain RCE

CVE-2025-71348
8.1
EPSS 0.6%
Supply ChainCode ExecutionModelFramework
picklescanCWE-50235 ATLAS
MEDIUMEXPLOIT AVAIL

litellm: authorization bypass exposes user list

CVE-2026-12799
4.3
EPSS 0.4%
Auth BypassData ExtractionAPIInference
litellmCWE-26664 ATLAS
MEDIUMEXPLOIT AVAIL

litellm: SSRF in MCP OpenAPI spec loader endpoint

CVE-2026-12798
6.3
EPSS 0.4%
Data ExtractionAuth BypassSupply ChainInferenceAgentPlugin
litellmCWE-91864 ATLAS
HIGHEXPLOIT AVAIL

litellm: auth bypass in SSO debug exposes LLM proxy

CVE-2026-12795
7.3
EPSS 0.8%
Auth BypassData ExtractionCode ExecutionInferenceAPIFramework
litellmCWE-28765 ATLAS
MEDIUMEXPLOIT AVAIL

litellm: auth bypass in banned keywords enterprise hook

CVE-2026-12797
6.3
EPSS 0.4%
Auth BypassPrompt InjectionInferenceAPIFramework
litellmCWE-28564 ATLAS
MEDIUMEXPLOIT AVAIL

litellm: SSO session expiration allows auth persistence

CVE-2026-12796
6.3
EPSS 0.6%
Auth BypassData ExtractionInferenceAPI
litellmCWE-61364 ATLAS
MEDIUMEXPLOIT AVAIL

litellm: SSRF in MCP server exposes cloud metadata

CVE-2026-12774
6.3
EPSS 0.4%
Auth BypassData ExtractionCode ExecutionInferenceAPIAgent
litellmCWE-91865 ATLAS
MEDIUMEXPLOIT AVAIL

litellm: session expiration bypass in proxy auth

CVE-2026-12772
6.3
EPSS 0.4%
Auth BypassData ExtractionInferenceAPI
litellmCWE-61365 ATLAS
HIGHEXPLOIT AVAIL

litellm: auth bypass in MCP proxy, no credentials required

CVE-2026-12773
7.3
EPSS 1.0%
Auth BypassData ExtractionData LeakageAPIInferenceAgent
litellmPatch: 1.84.0CWE-28765 ATLAS
HIGHEXPLOIT AVAIL

litellm: JWT auth bypass in M2M proxy handler

CVE-2026-12771
7.5
EPSS 0.4%
Auth BypassInferenceAPI
litellmCWE-26665 ATLAS
HIGHEXPLOIT AVAIL

litellm: auth bypass in Admin Key Handler endpoint

CVE-2026-12770
8.8
EPSS 0.6%
Auth BypassDoSInferenceAPI
litellmCWE-26664 ATLAS
HIGHEXPLOIT AVAIL

vLLM: sparse tensor DoS/memory corruption via embeddings

CVE-2026-56340
7.5
EPSS 0.6%
DoSCode ExecutionInferenceAPI
vllmCWE-20945 ATLAS
MEDIUMEXPLOIT AVAIL

picklescan: FileHandler bypass creates filesystem artifacts

CVE-2026-56304
6.5
EPSS 0.4%
Supply ChainDoSFrameworkModel
picklescanCWE-50234 ATLAS
MEDIUMEXPLOIT AVAIL

Flowise: mass assignment enables credential hash override

CVE-2026-56276
--
EPSS 0.4%
Auth BypassData ExtractionAgentFramework
FlowiseCWE-9155 ATLAS
MEDIUMEXPLOIT AVAIL

Flowise: PII exposure via unauthenticated password reset

CVE-2026-56267
--
EPSS 0.5%
Data ExtractionPrivacy ViolationAgent
FlowiseCWE-2004 ATLAS
MEDIUMEXPLOIT AVAIL

Flowise: XSS enables session hijacking in AI agent UI

CVE-2025-71331
6.1
EPSS 0.3%
Auth BypassData ExtractionCode ExecutionAgentFrameworkPlugin
FlowiseCWE-804 ATLAS
CRITICALEXPLOIT AVAIL

Langflow: TAR symlink traversal enables full RCE

CVE-2026-55447
9.6
EPSS 0.7%
Code ExecutionAuth BypassData ExtractionFrameworkRAGAgent
langflowPatch: 1.9.2CWE-616 ATLAS
HIGHEXPLOIT AVAIL

Langflow: pre-auth DoS via malformed multipart boundary

CVE-2026-55446
7.5
EPSS 0.6%
DoSAuth BypassFramework
langflowPatch: 1.0.19CWE-4003 ATLAS
MEDIUMEXPLOIT AVAIL

Langflow: logout fails to clear session tokens

CVE-2026-55423
6.1
EPSS 0.2%
Auth BypassData ExtractionFrameworkAgent
langflowPatch: 1.7.0CWE-6133 ATLAS

Frequently asked questions

What is an AI security threat feed?

An AI security threat feed is a continuously updated stream of vulnerabilities (CVEs) affecting AI and machine-learning systems — LLM frameworks, ML libraries, AI agents, vector databases, and inference servers — filtered out of the broader CVE firehose and enriched for relevance.

Which sources are the AI CVEs tracked from?

CVEs are tracked from NVD, GitHub Advisory, CISA KEV, and MITRE ATLAS, then enriched with CVSS, EPSS, exploitation confidence, AI-component classification, and compliance mappings.

What AI systems do these vulnerabilities affect?

Coverage spans LLM frameworks, ML libraries, AI agents, vector databases, and inference servers — the components most security teams now run in production.

How often is the AI threat feed updated?

The feed updates continuously as new CVEs are published and enriched, so the most recent AI/ML vulnerabilities appear at the top.

Is the AI security feed free?

Yes — the public feed is free to browse. A Pro subscription adds breaking alerts, MITRE ATLAS mappings, compliance reports (ISO 42001, EU AI Act), and full CISO analysis.

Need deeper analysis?

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